Giorgio Fabbro

Researcher, Sony Europe Ltd.

Joined

June 2023

Names

Giorgio Fabbro (Preferred)

Emails

****@sony.com (Confirmed)

****@euro-s.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Sony Europe Ltd. (sony.com)

2020 – Present

MS student

Technische Universität München (tum.de)

2017 – 2020

Advisors, Relations & Conflicts

Coworker

Thomas Kemp

2019 – Present

Coauthor

Fabian-Robert Stöter

2021 – 2024

Coauthor

Vladimir Golkov

2018 – 2020

Expertise

deep learning

2017 – Present

audio signal processing

2014 – Present

Publications

Music Foundation Model as Generic Booster for Music Downstream Tasks
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez-Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
- Accepted by TMLR
- Readers: Everyone
The Sound Demixing Challenge 2023 - Cinematic Demixing Track
Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
- Trans. Int. Soc. Music. Inf. Retr. 2024
- Readers: Everyone
Music Foundation Model as Generic Booster for Music Downstream Tasks
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
- CoRR 2024
- Readers: Everyone
GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
- CoRR 2024
- Readers: Everyone
The Sound Demixing Challenge 2023 - Music Demixing Track
Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami et al. (7 additional authors not shown)
- Trans. Int. Soc. Music. Inf. Retr. 2024
- Readers: Everyone
Searching For Music Mixing Graphs: A Pruning Approach
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
- CoRR 2024
- Readers: Everyone
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
- CoRR 2024
- Readers: Everyone
High-Resolution Speech Restoration with Latent Diffusion Model
Tushar Dhyani, Florian Lux, Michele Mancusi, Giorgio Fabbro, Fritz Hohl, Ngoc Thang Vu
- CoRR 2024
- Readers: Everyone
The Sound Demixing Challenge 2023 - Cinematic Demixing Track
Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada P. Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
- Published: 01 Jan 2023, Last Modified: 24 Sept 2023
- CoRR 2023
- Readers: Everyone
The Sound Demixing Challenge 2023 - Music Demixing Track
Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami et al. (7 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 24 Sept 2023
- CoRR 2023
- Readers: Everyone

View all 19 publications

Co-Authors

View all 59 co-authors